Matches in SemOpenAlex for { <https://semopenalex.org/work/W2364744563> ?p ?o ?g. }
Showing items 1 to 86 of
86
with 100 items per page.
- W2364744563 endingPage "7" @default.
- W2364744563 startingPage "2734" @default.
- W2364744563 abstract "The objective of the present study was to estimate minced pork meat quality using visible and near infrared (Vis-NIR) spectroscopy. Two hundred twenty five carcasses samples from longissimus dorsi muscle were scanned over the Vis-NIR spectral range from 350 to 1 015 nm and analysed for intramuscular fat (IMF), protein and moisture according to the official methods. Wavelet transform was employed to eliminate the spectra noise. Partial least square regression (PLSR) and support vector machine (SVM) were used to develop Vis-NIR spectroscopy models for chemical composition detection. According to calibration statistics, the best model to predict intramuscular fat content was developed by SVM with the denoised spectra, the correlation coefficient was 0.889 for calibration and 0.888 for validation. For protein and moisture, the best model was achieved with the PLS method with the correlation coefficient of 0.869 and 0.881 for protein calibration and validation sets and 0.877 and 0.848 for moisture calibration and validation sets, respectively. And all the ratios of standard deviation of validation set to root mean square error of prediction (RPD) were not more than 3.0. Results indicated that it was possible to predict chemical composition in minced pork meat. As a fast predictor of meat quality using Vis-NIR spectroscopy, it is necessary to improve the precision and the robustness of the model for practice." @default.
- W2364744563 created "2016-06-24" @default.
- W2364744563 creator A5001125162 @default.
- W2364744563 creator A5032178818 @default.
- W2364744563 creator A5044702987 @default.
- W2364744563 date "2011-10-01" @default.
- W2364744563 modified "2023-09-24" @default.
- W2364744563 title "[Prediction of minced pork quality attributes using visible and near infrared reflectance spectroscopy]." @default.
- W2364744563 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/22250546" @default.
- W2364744563 hasPublicationYear "2011" @default.
- W2364744563 type Work @default.
- W2364744563 sameAs 2364744563 @default.
- W2364744563 citedByCount "0" @default.
- W2364744563 crossrefType "journal-article" @default.
- W2364744563 hasAuthorship W2364744563A5001125162 @default.
- W2364744563 hasAuthorship W2364744563A5032178818 @default.
- W2364744563 hasAuthorship W2364744563A5044702987 @default.
- W2364744563 hasConcept C105795698 @default.
- W2364744563 hasConcept C113196181 @default.
- W2364744563 hasConcept C120665830 @default.
- W2364744563 hasConcept C121332964 @default.
- W2364744563 hasConcept C12267149 @default.
- W2364744563 hasConcept C128990827 @default.
- W2364744563 hasConcept C139945424 @default.
- W2364744563 hasConcept C154945302 @default.
- W2364744563 hasConcept C165838908 @default.
- W2364744563 hasConcept C176864760 @default.
- W2364744563 hasConcept C178790620 @default.
- W2364744563 hasConcept C185592680 @default.
- W2364744563 hasConcept C22354355 @default.
- W2364744563 hasConcept C22679943 @default.
- W2364744563 hasConcept C27181475 @default.
- W2364744563 hasConcept C2776635132 @default.
- W2364744563 hasConcept C2780092901 @default.
- W2364744563 hasConcept C31903555 @default.
- W2364744563 hasConcept C32891209 @default.
- W2364744563 hasConcept C33923547 @default.
- W2364744563 hasConcept C41008148 @default.
- W2364744563 hasConcept C43571822 @default.
- W2364744563 hasConcept C43617362 @default.
- W2364744563 hasConcept C62520636 @default.
- W2364744563 hasConceptScore W2364744563C105795698 @default.
- W2364744563 hasConceptScore W2364744563C113196181 @default.
- W2364744563 hasConceptScore W2364744563C120665830 @default.
- W2364744563 hasConceptScore W2364744563C121332964 @default.
- W2364744563 hasConceptScore W2364744563C12267149 @default.
- W2364744563 hasConceptScore W2364744563C128990827 @default.
- W2364744563 hasConceptScore W2364744563C139945424 @default.
- W2364744563 hasConceptScore W2364744563C154945302 @default.
- W2364744563 hasConceptScore W2364744563C165838908 @default.
- W2364744563 hasConceptScore W2364744563C176864760 @default.
- W2364744563 hasConceptScore W2364744563C178790620 @default.
- W2364744563 hasConceptScore W2364744563C185592680 @default.
- W2364744563 hasConceptScore W2364744563C22354355 @default.
- W2364744563 hasConceptScore W2364744563C22679943 @default.
- W2364744563 hasConceptScore W2364744563C27181475 @default.
- W2364744563 hasConceptScore W2364744563C2776635132 @default.
- W2364744563 hasConceptScore W2364744563C2780092901 @default.
- W2364744563 hasConceptScore W2364744563C31903555 @default.
- W2364744563 hasConceptScore W2364744563C32891209 @default.
- W2364744563 hasConceptScore W2364744563C33923547 @default.
- W2364744563 hasConceptScore W2364744563C41008148 @default.
- W2364744563 hasConceptScore W2364744563C43571822 @default.
- W2364744563 hasConceptScore W2364744563C43617362 @default.
- W2364744563 hasConceptScore W2364744563C62520636 @default.
- W2364744563 hasIssue "10" @default.
- W2364744563 hasLocation W23647445631 @default.
- W2364744563 hasOpenAccess W2364744563 @default.
- W2364744563 hasPrimaryLocation W23647445631 @default.
- W2364744563 hasRelatedWork W2058069142 @default.
- W2364744563 hasRelatedWork W2072002884 @default.
- W2364744563 hasRelatedWork W2123872763 @default.
- W2364744563 hasRelatedWork W2364744563 @default.
- W2364744563 hasRelatedWork W2377751672 @default.
- W2364744563 hasRelatedWork W2378347222 @default.
- W2364744563 hasRelatedWork W2392960014 @default.
- W2364744563 hasRelatedWork W2589720519 @default.
- W2364744563 hasRelatedWork W2606632967 @default.
- W2364744563 hasRelatedWork W3214742954 @default.
- W2364744563 hasVolume "31" @default.
- W2364744563 isParatext "false" @default.
- W2364744563 isRetracted "false" @default.
- W2364744563 magId "2364744563" @default.
- W2364744563 workType "article" @default.